{"id":"W2125939934","doi":"10.1002/aic.11664","title":"The effect of natural flow of aquifers and associated dispersion on the onset of buoyancy‐driven convection in a saturated porous medium","year":2008,"lang":"en","type":"article","venue":"AIChE Journal","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Buoyancy; Porous medium; Natural convection; Mechanics; Brine; Convection; Aquifer; Thermodynamics; Wavenumber; Chemistry; Materials science; Porosity; Geology; Geotechnical engineering; Physics; Groundwater; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004572043,0.00005816952,0.000105846,0.00002612964,0.0001450779,0.000004914508,0.00008044067,0.00004200804,0.0001564596],"category_scores_gemma":[0.0004671504,0.00002875974,0.0000406028,0.0001488882,0.0002286902,0.00006634966,0.0000225124,0.0002806899,0.000002663841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006761948,"about_ca_system_score_gemma":0.00001329851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002251662,"about_ca_topic_score_gemma":0.0005098453,"domain_scores_codex":[0.9991809,0.0002687604,0.0002109066,0.0000578602,0.0001953907,0.00008621251],"domain_scores_gemma":[0.9991668,0.0005085326,0.000217839,0.00006510129,0.00002056121,0.00002120588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404142,0.0002203132,0.806784,0.00001088754,0.000139904,0.00003688577,0.004433472,0.004303997,0.1688802,0.00004516781,0.009928735,0.003812257],"study_design_scores_gemma":[0.0005684348,0.0007658829,0.9676397,0.00006065832,0.00001770108,0.0001997982,0.0003451486,0.004878862,0.02532367,0.00004894485,0.00009865472,0.00005256279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981133,0.00004203969,0.000004424298,0.001170833,0.0001811685,0.00009258373,0.000002508205,0.000002622396,0.0003905302],"genre_scores_gemma":[0.9996681,0.0001474734,0.00001162067,0.00004009306,0.00000886577,0.000001301867,0.00000178689,0.000002023787,0.0001187878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608557,"threshold_uncertainty_score":0.1713123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006333688147827316,"score_gpt":0.2240269541392478,"score_spread":0.2176932659914204,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}